@inproceedings{bb155200,
AUTHOR = "Davoodikakhki, M. and Yin, K.",
TITLE = "Hierarchical Action Classification with Network Pruning",
BOOKTITLE = ISVC20,
YEAR = "2020",
PAGES = "I:291-305",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151116"}
@inproceedings{bb155201,
AUTHOR = "Elkerdawy, S. and Elhoushi, M. and Singh, A. and Zhang, H. and Ray, N.",
TITLE = "To Filter Prune, or to Layer Prune, That Is the Question",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "III:737-753",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151117"}
@inproceedings{bb155202,
AUTHOR = "Duan, H.R. and Li, H.",
TITLE = "Channel Pruning for Accelerating Convolutional Neural Networks via
Wasserstein Metric",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "III:492-505",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151118"}
@inproceedings{bb155203,
AUTHOR = "Xu, Z.W. and Ajanthan, T. and Hartley, R.I.",
TITLE = "Fast and Differentiable Message Passing on Pairwise Markov Random
Fields",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "III:523-540",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151119"}
@inproceedings{bb155204,
AUTHOR = "Xu, Z.W. and Ajanthan, T. and Vineet, V. and Hartley, R.I.",
TITLE = "RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs",
BOOKTITLE = "3DV20",
YEAR = "2020",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151120"}
@inproceedings{bb155205,
AUTHOR = "Ning, X.F. and Zhao, T.C. and Li, W.S. and Lei, P. and Wang, Y. and Yang, H.Z.",
TITLE = "DSA: More Efficient Budgeted Pruning via Differentiable Sparsity
Allocation",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "III:592-607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151121"}
@inproceedings{bb155206,
AUTHOR = "Ye, X.C. and Dai, P.C. and Luo, J.Y. and Guo, X. and Qi, Y.J. and Yang, J.L. and Chen, Y.R.",
TITLE = "Accelerating CNN Training by Pruning Activation Gradients",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXV:322-338",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151122"}
@inproceedings{bb155207,
AUTHOR = "Wang, Y.K. and Sun, F.C. and Li, D. and Yao, A.B.",
TITLE = "Resolution Switchable Networks for Runtime Efficient Image Recognition",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XV:533-549",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151123"}
@inproceedings{bb155208,
AUTHOR = "Lee, M.K. and Lee, S. and Lee, S.H. and Song, B.C.",
TITLE = "Channel Pruning Via Gradient Of Mutual Information For Light-Weight
Convolutional Neural Networks",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1751-1755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151124"}
@inproceedings{bb155209,
AUTHOR = "Meyer, M. and Wiesner, J. and Rohlfing, C.",
TITLE = "Optimized Convolutional Neural Networks for Video Intra Prediction",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "3334-3338",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151125"}
@inproceedings{bb155210,
AUTHOR = "Mousa Pasandi, M. and Hajabdollahi, M. and Karimi, N. and Samavi, S. and Shirani, S.",
TITLE = "Convolutional Neural Network Pruning Using Filter Attenuation",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "2905-2909",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151126"}
@inproceedings{bb155211,
AUTHOR = "Elkerdawy, S. and Elhoushi, M. and Singh, A. and Zhang, H. and Ray, N.",
TITLE = "One-Shot Layer-Wise Accuracy Approximation For Layer Pruning",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "2940-2944",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151127"}
@inproceedings{bb155212,
AUTHOR = "Tian, H.D. and Liu, B. and Yuan, X.T. and Liu, Q.S.",
TITLE = "Meta-learning with Network Pruning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIX:675-700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151128"}
@inproceedings{bb155213,
AUTHOR = "Li, Y. and Gu, S.H. and Zhang, K. and Van Gool, L.J. and Timofte, R.",
TITLE = "DHP: Differentiable Meta Pruning via Hypernetworks",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "VIII:608-624",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151129"}
@inproceedings{bb155214,
AUTHOR = "Messikommer, N. and Gehrig, D. and Loquercio, A. and Scaramuzza, D.",
TITLE = "Event-based Asynchronous Sparse Convolutional Networks",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "VIII:415-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151130"}
@inproceedings{bb155215,
AUTHOR = "Kim, B. and Chudomelka, B. and Park, J. and Kang, J. and Hong, Y.J. and Kim, H.W.J.",
TITLE = "Robust Neural Networks Inspired by Strong Stability Preserving
Runge-Kutta Methods",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "IX:416-432",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151131"}
@inproceedings{bb155216,
AUTHOR = "Li, B.L. and Wu, B. and Su, J. and Wang, G.R.",
TITLE = "Eagleeye: Fast Sub-net Evaluation for Efficient Neural Network Pruning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "II:639-654",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151132"}
@inproceedings{bb155217,
AUTHOR = "Li, Y. and Gu, S. and Mayer, C. and Van Gool, L.J. and Timofte, R.",
TITLE = "Group Sparsity:
The Hinge Between Filter Pruning and Decomposition for Network Compression",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "8015-8024",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151133"}
@inproceedings{bb155218,
AUTHOR = "Guo, S. and Wang, Y. and Li, Q. and Yan, J.",
TITLE = "DMCP: Differentiable Markov Channel Pruning for Neural Networks",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1536-1544",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151134"}
@inproceedings{bb155219,
AUTHOR = "Lin, M. and Ji, R. and Wang, Y. and Zhang, Y. and Zhang, B. and Tian, Y. and Shao, L.",
TITLE = "HRank: Filter Pruning Using High-Rank Feature Map",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1526-1535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151135"}
@inproceedings{bb155220,
AUTHOR = "Luo, J. and Wu, J.",
TITLE = "Neural Network Pruning With Residual-Connections and Limited-Data",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1455-1464",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151136"}
@inproceedings{bb155221,
AUTHOR = "Wu, Y. and Liu, C. and Chen, B. and Chien, S.",
TITLE = "Constraint-Aware Importance Estimation for Global Filter Pruning
under Multiple Resource Constraints",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "2935-2943",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151137"}
@inproceedings{bb155222,
AUTHOR = "Gain, A. and Kaushik, P. and Siegelmann, H.",
TITLE = "Adaptive Neural Connections for Sparsity Learning",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "3177-3182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151138"}
@inproceedings{bb155223,
AUTHOR = "Ramakrishnan, R.K. and Sari, E. and Nia, V.P.",
TITLE = "Differentiable Mask for Pruning Convolutional and Recurrent Networks",
BOOKTITLE = CRV20,
YEAR = "2020",
PAGES = "222-229",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151139"}
@inproceedings{bb155224,
AUTHOR = "Blakeney, C. and Yan, Y. and Zong, Z.",
TITLE = "Is Pruning Compression?: Investigating Pruning Via Network Layer
Similarity",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "903-911",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151140"}
@inproceedings{bb155225,
AUTHOR = "Verma, V.K. and Singh, P. and Namboodiri, V.P. and Rai, P.",
TITLE = "A 'Network Pruning Network' Approach to Deep Model Compression",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "2998-3007",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151141"}
@inproceedings{bb155226,
AUTHOR = "Gao, S. and Liu, X. and Chien, L. and Zhang, W. and Alvarez, J.M.",
TITLE = "VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep
Residual Networks",
BOOKTITLE = CEFRL19,
YEAR = "2019",
PAGES = "2980-2988",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151142"}
@inproceedings{bb155227,
AUTHOR = "Liu, Z. and Mu, H. and Zhang, X. and Guo, Z. and Yang, X. and Cheng, K. and Sun, J.",
TITLE = "MetaPruning: Meta Learning for Automatic Neural Network Channel
Pruning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3295-3304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151143"}
@inproceedings{bb155228,
AUTHOR = "Zhou, Y. and Zhang, Y. and Wang, Y. and Tian, Q.",
TITLE = "Accelerate CNN via Recursive Bayesian Pruning",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3305-3314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151144"}
@inproceedings{bb155229,
AUTHOR = "Molchanov, P. and Mallya, A. and Tyree, S. and Frosio, I. and Kautz, J.",
TITLE = "Importance Estimation for Neural Network Pruning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11256-11264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151145"}
@inproceedings{bb155230,
AUTHOR = "Lemaire, C. and Achkar, A. and Jodoin, P.M.",
TITLE = "Structured Pruning of Neural Networks With Budget-Aware Regularization",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "9100-9108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151146"}
@inproceedings{bb155231,
AUTHOR = "Ding, X.O. and Ding, G.G. and Guo, Y.C. and Han, J.G.",
TITLE = "Centripetal SGD for Pruning Very Deep Convolutional Networks With
Complicated Structure",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "4938-4948",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151147"}
@inproceedings{bb155232,
AUTHOR = "He, Y. and Ding, Y.H. and Liu, P. and Zhu, L.C. and Zhang, H.W. and Yang, Y.",
TITLE = "Learning Filter Pruning Criteria for Deep Convolutional Neural
Networks Acceleration",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "2006-2015",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151148"}
@inproceedings{bb155233,
AUTHOR = "He, Y. and Liu, P. and Wang, Z.W. and Hu, Z.L. and Yang, Y.",
TITLE = "Filter Pruning via Geometric Median for Deep Convolutional Neural
Networks Acceleration",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "4335-4344",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151149"}
@inproceedings{bb155234,
AUTHOR = "Zhao, C.L. and Ni, B.B. and Zhang, J. and Zhao, Q.W. and Zhang, W.J. and Tian, Q.",
TITLE = "Variational Convolutional Neural Network Pruning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2775-2784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151150"}
@inproceedings{bb155235,
AUTHOR = "Lin, S.H. and Ji, R.R. and Yan, C.Q. and Zhang, B.C. and Cao, L.J. and Ye, Q.X. and Huang, F.Y. and Doermann, D.",
TITLE = "Towards Optimal Structured CNN Pruning via Generative Adversarial
Learning",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2785-2794",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151151"}
@inproceedings{bb155236,
AUTHOR = "Mummadi, C.K. and Genewein, T. and Zhang, D. and Brox, T. and Fischer, V.",
TITLE = "Group Pruning Using a Bounded-Lp Norm for Group Gating and
Regularization",
BOOKTITLE = GCPR19,
YEAR = "2019",
PAGES = "139-155",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151152"}
@inproceedings{bb155237,
AUTHOR = "Wang, W.T. and Li, H.L. and Lin, W.S. and Chiang, C.M. and Tsai, Y.M.",
TITLE = "Architecture-Aware Network Pruning for Vision Quality Applications",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2701-2705",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151153"}
@inproceedings{bb155238,
AUTHOR = "Zhang, Y.X. and Wang, H.A. and Luo, Y. and Yu, L. and Hu, H.J. and Shan, H.G. and Quek, T.Q.S.",
TITLE = "Three-Dimensional Convolutional Neural Network Pruning with
Regularization-Based Method",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "4270-4274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151154"}
@inproceedings{bb155239,
AUTHOR = "Hu, Y. and Sun, S. and Li, J. and Zhu, J. and Wang, X. and Gu, Q.",
TITLE = "Multi-Loss-Aware Channel Pruning of Deep Networks",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "889-893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151155"}
@inproceedings{bb155240,
AUTHOR = "Yu, R. and Li, A. and Chen, C. and Lai, J. and Morariu, V.I. and Han, X. and Gao, M. and Lin, C. and Davis, L.S.",
TITLE = "NISP: Pruning Networks Using Neuron Importance Score Propagation",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "9194-9203",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151156"}
@inproceedings{bb155241,
AUTHOR = "Zhang, T.Y. and Ye, S. and Zhang, K.Q. and Tang, J. and Wen, W. and Fardad, M. and Wang, Y.Z.",
TITLE = "A Systematic DNN Weight Pruning Framework Using Alternating Direction
Method of Multipliers",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VIII: 191-207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151157"}
@inproceedings{bb155242,
AUTHOR = "Huang, Q. and Zhou, K. and You, S. and Neumann, U.",
TITLE = "Learning to Prune Filters in Convolutional Neural Networks",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "709-718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151158"}
@inproceedings{bb155243,
AUTHOR = "Carreira Perpinan, M.A. and Idelbayev, Y.",
TITLE = "'Learning-Compression' Algorithms for Neural Net Pruning",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "8532-8541",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151159"}
@inproceedings{bb155244,
AUTHOR = "Zhou, Z. and Zhou, W. and Li, H. and Hong, R.",
TITLE = "Online Filter Clustering and Pruning for Efficient Convnets",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "11-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151160"}
@inproceedings{bb155245,
AUTHOR = "Zhu, L.G. and Deng, R.Z. and Maire, M. and Deng, Z.W. and Mori, G. and Tan, P.",
TITLE = "Sparsely Aggregated Convolutional Networks",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "XII: 192-208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151161"}
@inproceedings{bb155246,
AUTHOR = "Wang, Z. and Zhu, C. and Xia, Z. and Guo, Q. and Liu, Y.",
TITLE = "Towards thinner convolutional neural networks through gradually
global pruning",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "3939-3943",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151162"}
@inproceedings{bb155247,
AUTHOR = "Luo, J.H. and Wu, J. and Lin, W.",
TITLE = "ThiNet:
A Filter Level Pruning Method for Deep Neural Network Compression",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "5068-5076",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151163"}
@inproceedings{bb155248,
AUTHOR = "Rueda, F.M. and Grzeszick, R. and Fink, G.A.",
TITLE = "Neuron Pruning for Compressing Deep Networks Using Maxout Architectures",
BOOKTITLE = GCPR17,
YEAR = "2017",
PAGES = "177-188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151164"}
@inproceedings{bb155249,
AUTHOR = "Yang, T.J. and Chen, Y.H. and Sze, V.",
TITLE = "Designing Energy-Efficient Convolutional Neural Networks Using
Energy-Aware Pruning",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "6071-6079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151165"}
@inproceedings{bb155250,
AUTHOR = "Guo, J. and Potkonjak, M.",
TITLE = "Pruning ConvNets Online for Efficient Specialist Models",
BOOKTITLE = ECVW17,
YEAR = "2017",
PAGES = "430-437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnp2.html#TT151166"}
@article{bb155251,
AUTHOR = "Wang, W. and Zhu, L.Q.",
TITLE = "Structured feature sparsity training for convolutional neural network
compression",
JOURNAL = JVCIR,
VOLUME = "71",
YEAR = "2020",
PAGES = "102867",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151167"}
@article{bb155252,
AUTHOR = "Kaplan, C. and Bulbul, A.",
TITLE = "Goal driven network pruning for object recognition",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151168"}
@article{bb155253,
AUTHOR = "Yao, K.X. and Cao, F.L. and Leung, Y. and Liang, J.",
TITLE = "Deep neural network compression through interpretability-based filter
pruning",
JOURNAL = PR,
VOLUME = "119",
YEAR = "2021",
PAGES = "108056",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151169"}
@article{bb155254,
AUTHOR = "Gowdra, N. and Sinha, R. and MacDonell, S. and Yan, W.Q.",
TITLE = "Mitigating severe over-parameterization in deep convolutional neural
networks through forced feature abstraction and compression with an
entropy-based heuristic",
JOURNAL = PR,
VOLUME = "119",
YEAR = "2021",
PAGES = "108057",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151170"}
@article{bb155255,
AUTHOR = "Zhang, H.J. and An, L. and Chu, V.W. and Stow, D.A. and Liu, X.B. and Ding, Q.H.",
TITLE = "Learning Adjustable Reduced Downsampling Network for Small Object
Detection in Urban Environments",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "18",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151171"}
@article{bb155256,
AUTHOR = "Yao, J. and Wang, D.D. and Hu, H. and Xing, W.W. and Wang, L.Q.",
TITLE = "ADCNN: Towards learning adaptive dilation for convolutional neural
networks",
JOURNAL = PR,
VOLUME = "123",
YEAR = "2022",
PAGES = "108369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151172"}
@inproceedings{bb155257,
AUTHOR = "Tahiri, Y. and Seddik, M.E. and Tamaazousti, M.",
TITLE = "Optimization-Based Neural Networks Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3512-3516",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151173"}
@article{bb155258,
AUTHOR = "Rueckauer, B. and Liu, S.C.",
TITLE = "Contraction of Dynamically Masked Deep Neural Networks for Efficient
Video Processing",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "2",
MONTH = "February",
PAGES = "621-633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151174"}
@inproceedings{bb155259,
AUTHOR = "Wang, Z.Z. and Qin, M.H. and Chen, Y.K.",
TITLE = "Learning from the CNN-based Compressed Domain",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "4000-4008",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151175"}
@article{bb155260,
AUTHOR = "Kirchhoffer, H. and Haase, P. and Samek, W. and Muller, K. and Rezazadegan Tavakoli, H. and Cricri, F. and Aksu, E.B. and Hannuksela, M.M. and Jiang, W. and Wang, W. and Liu, S. and Jain, S. and Hamidi Rad, S. and Racape, F. and Bailer, W.",
TITLE = "Overview of the Neural Network Compression and Representation (NNR)
Standard",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "5",
MONTH = "May",
PAGES = "3203-3216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151176"}
@article{bb155261,
AUTHOR = "Ji, Y.W. and Wang, Q.",
TITLE = "Fast CP-compression layer:
Tensor CP-decomposition to compress layers in deep learning",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "9",
PAGES = "2535-2543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151177"}
@article{bb155262,
AUTHOR = "Zhang, L.F. and Bao, C.L. and Ma, K.S.",
TITLE = "Self-Distillation: Towards Efficient and Compact Neural Networks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "4388-4403",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151178"}
@article{bb155263,
AUTHOR = "Young, S.I. and Zhe, W. and Taubman, D. and Girod, B.",
TITLE = "Transform Quantization for CNN Compression",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "9",
MONTH = "September",
PAGES = "5700-5714",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151179"}
@article{bb155264,
AUTHOR = "Mo, R.Y. and Lai, S.Q. and Yan, Y. and Chai, Z.H. and Wei, X.L.",
TITLE = "Dimension-aware attention for efficient mobile networks",
JOURNAL = PR,
VOLUME = "131",
YEAR = "2022",
PAGES = "108899",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151180"}
@article{bb155265,
AUTHOR = "Yan, T.W. and Zhang, N. and Li, J. and Liu, W.C. and Chen, H.",
TITLE = "Automatic Deployment of Convolutional Neural Networks on FPGA for
Spaceborne Remote Sensing Application",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151181"}
@article{bb155266,
AUTHOR = "Liu, Y.F. and Cao, J.J. and Li, B. and Hu, W.M. and Maybank, S.J.",
TITLE = "Learning to Explore Distillability and Sparsability:
A Joint Framework for Model Compression",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3378-3395",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151182"}
@article{bb155267,
AUTHOR = "Tian, Q. and Arbel, T. and Clark, J.J.",
TITLE = "Grow-push-prune: Aligning deep discriminants for effective structural
network compression",
JOURNAL = CVIU,
VOLUME = "231",
YEAR = "2023",
PAGES = "103682",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151183"}
@article{bb155268,
AUTHOR = "Guo, S. and Lai, B.L. and Yang, S. and Zhao, J. and Shen, F.",
TITLE = "Sensitivity pruner: Filter-Level compression algorithm for deep
neural networks",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109508",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151184"}
@article{bb155269,
AUTHOR = "Zhu, Y.Y. and Xie, L. and Xie, Z.F. and Yin, M. and Yin, G.",
TITLE = "FSConv: Flexible and separable convolution for convolutional neural
networks compression",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109589",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151185"}
@article{bb155270,
AUTHOR = "Lu, W.Z. and Chen, M.R. and Guo, K. and Li, W.Y.",
TITLE = "Cascaded Compressed Sensing Networks",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "364-368",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151186"}
@article{bb155271,
AUTHOR = "Guo, L. and Zhao, Y.B. and Gao, J.D.",
TITLE = "Compression of Vehicle and Pedestrian Detection Network Based on YOLOv3
Model",
JOURNAL = IEICE,
VOLUME = "E106-D",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "735-745",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151187"}
@article{bb155272,
AUTHOR = "Peng, P. and You, M.Y. and Jiang, K. and Lian, Y.Z. and Xu, W.S.",
TITLE = "MBFQuant: A Multiplier-Bitwidth-Fixed, Mixed-Precision Quantization
Method for Mobile CNN-Based Applications",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2438-2453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151188"}
@article{bb155273,
AUTHOR = "Zhang, C.Y. and Li, C. and Guo, B. and Liao, N.N.",
TITLE = "Neural Network Compression via Low Frequency Preference",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151189"}
@article{bb155274,
AUTHOR = "Wu, J. and Zhu, D. and Fang, L.Y. and Deng, Y. and Zhong, Z.",
TITLE = "Efficient Layer Compression Without Pruning",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "4689-4700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151190"}
@article{bb155275,
AUTHOR = "Chen, J. and Bai, S.P. and Huang, T.X. and Wang, M.M. and Tian, G.Z. and Liu, Y.",
TITLE = "Data-Free Quantization via Mixed-Precision Compensation without
Fine-Tuning",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109780",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151191"}
@inproceedings{bb155276,
AUTHOR = "Bai, S.P. and Chen, J. and Shen, X. and Qian, Y.X. and Liu, Y.",
TITLE = "Unified Data-Free Compression: Pruning and Quantization without
Fine-Tuning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5853-5862",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151192"}
@article{bb155277,
AUTHOR = "Duan, W.H. and Liu, Z.H. and Jia, C.M. and Wang, S.S. and Ma, S.W. and Gao, W.",
TITLE = "Differential Weight Quantization for Multi-Model Compression",
JOURNAL = MultMed,
VOLUME = "25",
YEAR = "2023",
PAGES = "6397-6410",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151193"}
@article{bb155278,
AUTHOR = "Lan, W.C. and Cheung, Y.M. and Jiang, J. and Hu, Z.K. and Li, M.K.",
TITLE = "Compact Neural Network via Stacking Hybrid Units",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "103-116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151194"}
@article{bb155279,
AUTHOR = "Bai, S.P. and Chen, J. and Yang, Y. and Liu, Y.",
TITLE = "Multi-Dimension Compression of Feed-Forward Network in Vision
Transformers",
JOURNAL = PRL,
VOLUME = "176",
YEAR = "2023",
PAGES = "56-61",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151195"}
@article{bb155280,
AUTHOR = "Wang, Z.Y. and Xie, X.M. and Zhao, Q. and Shi, G.M.",
TITLE = "Filter Clustering for Compressing CNN Model With Better Feature
Diversity",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "7385-7397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151196"}
@article{bb155281,
AUTHOR = "Tan, Q.F. and Yang, X. and Qiu, C. and Jiang, Y. and He, J.Z. and Liu, J. and Wu, Y.H.",
TITLE = "SCCMDet: Adaptive Sparse Convolutional Networks Based on Class Maps
for Real-Time Onboard Detection in Unmanned Aerial Vehicle Remote
Sensing Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "6",
PAGES = "1031",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151197"}
@article{bb155282,
AUTHOR = "Hu, K.D. and Xie, Z.X. and Hu, Q.H.",
TITLE = "Lightweight convolutional neural networks with context broadcast
transformer for real-time semantic segmentation",
JOURNAL = IVC,
VOLUME = "146",
YEAR = "2024",
PAGES = "105053",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151198"}
@article{bb155283,
AUTHOR = "Nguyen, T.T. and Nguyen, T.P.",
TITLE = "Rescaling large datasets based on validation outcomes of a
pre-trained network",
JOURNAL = PRL,
VOLUME = "185",
YEAR = "2024",
PAGES = "73-80",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151199"}
@article{bb155284,
AUTHOR = "Wang, H.X. and Ling, P.Y. and Fan, X. and Tu, T. and Zheng, J.J. and Chen, H. and Jin, Y. and Chen, E.",
TITLE = "All-in-One Hardware-Oriented Model Compression for Efficient
Multi-Hardware Deployment",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12345-12359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151200"}
@article{bb155285,
AUTHOR = "Yang, S. and Liu, F. and Chen, D. and Huang, H.X. and Zhou, J.",
TITLE = "Few-Shot Classification Model Compression via School Learning",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "12244-12257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151201"}
@article{bb155286,
AUTHOR = "Gao, C.S. and Jiang, Y.H. and Wu, S.Q. and Ma, Y.F. and Li, L. and Liu, D.",
TITLE = "IMOFC: Identity-Level Metric Optimized Feature Compression for
Identification Tasks",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1855-1869",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151202"}
@article{bb155287,
AUTHOR = "Justo, J.A. and Langer, D.D. and Berg, S. and Nieke, J. and Ionescu, R.T. and Kjeldsberg, P.G. and Johansen, T.A.",
TITLE = "Hyperspectral Image Segmentation for Optimal Satellite Operations:
In-Orbit Deployment of 1D-CNN",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
PAGES = "642",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151203"}
@article{bb155288,
AUTHOR = "Zhang, L.L. and Hu, X. and Liao, X. and Zhou, T. and Peng, Y.X.",
TITLE = "FLQ: Design and implementation of hybrid multi-base full logarithmic
quantization neural network acceleration architecture based on FPGA",
JOURNAL = SP:IC,
VOLUME = "134",
YEAR = "2025",
PAGES = "117270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151204"}
@article{bb155289,
AUTHOR = "Fan, C.X. and Guo, D. and Wang, Z.Q. and Wang, M.",
TITLE = "Multi-Objective Convex Quantization for Efficient Model Compression",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2313-2329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151205"}
@inproceedings{bb155290,
AUTHOR = "Fan, C.X. and Wang, Z.Q. and Guo, D. and Wang, M.",
TITLE = "Data-Free Quantization via Pseudo-label Filtering",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5589-5598",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151206"}
@article{bb155291,
AUTHOR = "Fischer, K. and Brand, F. and Kaup, A.",
TITLE = "Boosting Neural Image Compression for Machines Using Latent Space
Masking",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3719-3731",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151207"}
@article{bb155292,
AUTHOR = "Cai, Y.G. and Xing, P. and Gao, X.S.",
TITLE = "High Efficient 3D Convolution Feature Compression",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "3732-3744",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151208"}
@article{bb155293,
AUTHOR = "Yang, X.X. and Zheng, Z.S. and Zheng, H.Q. and Ge, Z.D. and Liu, X.T. and Zhang, B. and Lv, J.Y.",
TITLE = "LCNet: Lightweight real-time image classification network based on
efficient multipath dynamic attention mechanism and dynamic threshold
convolution",
JOURNAL = IVC,
VOLUME = "159",
YEAR = "2025",
PAGES = "105576",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151209"}
@article{bb155294,
AUTHOR = "Bich, P. and Enttsel, A. and Prono, L. and Marchioni, A. and Pareschi, F. and Mangia, M. and Setti, G. and Rovatti, R.",
TITLE = "On the Universal Approximation Properties of Deep Neural Networks
Using MAM Neurons",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8297-8304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151210"}
@inproceedings{bb155295,
AUTHOR = "Wang, Q.Y. and Cardiff, B. and Frappe, A. and Larras, B. and John, D.",
TITLE = "Tiny Models are the Computational Saver for Large Models",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LVI: 163-182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151211"}
@inproceedings{bb155296,
AUTHOR = "Yang, X.Y. and Wang, X.C.",
TITLE = "Neural Metamorphosis",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXXIV: 1-19",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151212"}
@inproceedings{bb155297,
AUTHOR = "Xiong, Y.Z. and Chen, H. and Hao, T.X. and Lin, Z. and Han, J.G. and Zhang, Y.S. and Wang, G.X. and Bao, Y.J. and Ding, G.G.",
TITLE = "PYRA: Parallel Yielding Re-activation for Training-inference Efficient
Task Adaptation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "IX: 455-473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151213"}
@inproceedings{bb155298,
AUTHOR = "Misra, D. and Chaudhary, M. and Goyal, A. and Runwal, B. and Chen, P.Y.",
TITLE = "Uncovering the Hidden Cost of Model Compression",
BOOKTITLE = Prompting24,
YEAR = "2024",
PAGES = "1611-1621",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151214"}
@inproceedings{bb155299,
AUTHOR = "Xie, J.J. and Zhang, Y.X. and Lin, M. and Lin, Z.H. and Cao, L.J. and Ji, R.R.",
TITLE = "UniPTS: A Unified Framework for Proficient Post-Training Sparsity",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "5746-5755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT151215"}
Last update:Sep 10, 2025 at 12:00:25